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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
101

Phosphoproteomic investigation of kinase signalling network plasticity in response to chronic PI3K and mTORC1/2 inhibition

Wilkes, Edmund H. January 2015 (has links)
Class I phosphoinositide 3-kinases (PI3K) and mammalian target of rapamycin complexes 1/2 (mTORC1/2) are enzymes that play important roles in elementary biology and disease. As a consequence, numerous small-molecule inhibitors of their catalytic activity have been developed and these have shown clinical utility in certain cancers. Unfortunately, acquired resistance to these therapies is a common phenomenon and often occurs relatively quickly following treatment. Our understanding of how resistance develops is hampered by the difficulty of measuring the circuitry and plasticity of the signalling networks that these and other kinases signal within. Advances in mass spectrometric technologies have rendered the routine quantitative interrogation of the phosphoproteome (the set of phosphorylated proteins expressed in a particular biological system at a specific time) more tractable than ever before. The aim of this project therefore, was to improve upon existing mass spectrometry (MS)-based phosphoproteomics methods, and to utilise these to contribute to our understanding of kinase signalling networks and examine their plasticity in models of acquired resistance to PI3K and mTORC1/2-targeted therapies. Novel approaches for the enrichment of phosphopeptides from complex biological matrices (and their analysis by MS) were designed, tested and optimised. These methods were then used to systematically characterise a kinase signalling network comprising the Akt/PI3K/mTOR and MEK/ERK signalling axes in MCF7 breast cancer cells. The biological relevance of this network was confirmed through the assessment of its dynamics upon EGF and IGF-1 stimulation. Finally, the plasticity of this network following chronic treatment with targeted PI3K and mTORC1/2 inhibitors (GDC-0941 and KU-0063794) was examined in cell-line models of acquired resistance to these two compounds. This revealed that these cells each remodelled this network in a different manner, thus indicating that the initial conditions of the system were not the sole determinant of how resistance was acquired.
102

Power line communication systems for industrial control applications

Morris, Kerry John January 2001 (has links)
For almost as long as the electricity distribution industry itself has existed, so also has the idea of utilising the transmission grid, be it over a wide area or on a local basis, for the transmission of 'intelligence'. This might be in the form of voice transmissions, or for the purposes of monitoring or controlling electrical devices attached to the network. This thesis specifically concerns itself with the potential applications of power-line-carrier (PLC) communications technology within the field of industrial plant/equipment control, as it is within this field that the author works. We look at the entire subject area of industrial control, starting from a historical viewpoint, and consider the special needs and requirements that a proposed PLC solution must offer for this application, especially based on the noise conditions likely to be experienced on a `real' power line. A proposal is made for a `Power Bus', intended for use within certain areas of industrial control, and decisions are made based on the projected link response times for such applications. The experimental phase of the research is practical in nature and consists of a raft of tests and evaluations of the performance of power line modem technologies, under controlled and repeatable noise conditions. To complement these results, further tests are carried out under `real world' conditions, within an actual factory environment. Based on the results of all of these tests, the suitability of a PLC solution for this type of industrial control application is considered. The Thesis concludes with a look at recent developments in, as well as the future of, Power Line Communication techniques.
103

Characterisation of the chemokine receptor CXCR3 and its atypical variants in human T lymphocytes

Korniejewska, Anna January 2009 (has links)
The chemokine receptor CXCR3 and its agonists CXCL9/Mig, CXCL10/IP-10 and CXCL11/I-TAC are involved in a variety of inflammatory disorders including multiple sclerosis, rheumatoid arthritis, psoriasis and sarcoidosis. CXCL11 has also been reported to bind to an additional receptor, namely CXCR7, which also interacts with CXCL12. Two alternatively spliced variants of the human CXCR3 receptor have been described, namely CXCR3-B and CXCR3-alt. The human CXCR3-B has been found to bind CXCL9, CXCL10, CXCL11 as well as an additional agonist CXCL4/PF4. In contrast, CXCR3-alt only binds CXCL11. This work demonstrates that CXCL4 like the original CXCR3 agonists is capable of inducing biochemical signalling, namely intra-cellular calcium elevation, and activation of p44/p42 MAPK and PI3K/Akt pathways in activated human T lymphocytes. Phosphorylation of p44/p42 MAPK and Akt was inhibited by pertussis toxin, suggesting coupling to Gi protein. In contrast CXCR3 antagonists blocked CXCR3 agonists but not CXCL4-mediated responses. Surprisingly, stimulation of T cells with CXCL4 failed to elicit migratory responses of these cells and did not lead to loss of surface CXCR3 expression. Collectively our evidence shows that although CXCL4 is coupled to downstream biochemical machinery, its function in T cells is distinct from the function of CXCR3 agonists. The work presented in this thesis also indicates that despite considerably lower surface expression in comparison to the full length CXCR3, CXCR3-B and CXCR3-alt transduce biochemical signals in response to CXCL11 in transfected cells. According to previous reports the role of CXCR7 in signalling and chemotaxis in T cells could not be detected. In T cells and transfected cells system CXCR7 was localised at the plasma membrane and was efficiently internalized in response to CXCL11 and CXCL12. Studies of the involvement of methylation in T cell chemotaxis suggest that this modification may be required in this process as it was partially inhibited by methylation inhibitor- MTA. Moreover T cell co-stimulation caused increased levels of arginine mono-methylated proteins suggesting the importance of methylation in T lymphocyte signalling.
104

Protein-protein interactions in GCR1 signalling in Arabidopsis thaliana

Zhang, Lihua January 2008 (has links)
The G-protein coupled receptors (GPCRs) are seven-transmembrane receptors that transduce signals from the cell surface to intracellular effectors. There are more than 1000 GPCRs in metazoans, while no GPCR has been definitively identified in plants. The most promising plant GPCR candidate, Arabidopsis G-protein coupled receptor 1 (GCR1), physically couples to the G-protein < subunit GPA1 and is involved in cell cycle regulation, blue light and phytohormone responses, but its signalling network remains largely unknown. This project aimed to achieve a better understanding of GCR1 signalling by identifying its interactors using a novel yeast two hybrid system – the Ras Recruitment System (RRS). Screening of an Arabidopsis cDNA library using a bait comprising intracellular loop 1 (i1) and 2 (i2) of GCR1 resulted in the isolation of 20 potential interactors. Extensive reconfirmation screening demonstrated that three of these interactors: Thioredoxin h3 (TRX3), Thioredoxin h4 (TRX4) and a DHHC type zinc finger family protein (zf-DHHC1) interact specifically with both i1 and i2 of GCR1. This was supported by the reverse RRS (rRRS) and 6xHis-pull-down assays. It is speculated that TRX3 and TRX4, which can reduce disulfide bridges of target proteins and act as powerful antioxidants, may regulate GCR1-mediated signalling events in response to oxidative stress. Alternatively, they may modulate GCR1 targeting or signalling through their chaperone activities. zf-DHHC1 has a predicted membrane topography that is shared by most DHHC domain-containing palmitoyl acyl transferases. It may modify GCR1 activity through palmitoylation of the two cysteines located at the cytoplasmic end of the first transmembrane domain. Together, these findings contribute to the growing understanding of the GCR1 signalling network, and provide valuable starting points for further investigation.
105

The physiological role of P2X4 receptors in lysosome function

Tan, Sin Lih January 2017 (has links)
P2X4 receptors (P2X4R) are ligand-gated ion channels activated by ATP and with a high permeability to Ca2+. They are predominantly localised to lysosomes and from there can traffic to the cell surface. ATP levels within the lysosome are high but P2X4Rs are inhibited by the acidic pH. Previously, it was shown that the alkalinisation of lysosomes using pharmacological reagents was sufficient to activate P2X4Rs, which promoted homotypic lysosome fusion. The main aim of this study was to identify physiological regulators of lysosomal P2X4Rs and to examine their role in lysosome Ca2+ signalling and fusion. The first candidate I investigated was P2X7R, which is typically co-expressed with P2X4R in immune and epithelial cells, and which has already been shown to induce changes in lysosome properties upon activation. I co-expressed these two receptors in normal rat kidney (NRK) cells and in HeLa cells and looked for a synergistic interaction between them in promoting lysosome fusion, as assessed by measuring the size of lysosomes. My results showed a significant increase in lysosome size following activation of P2X7R but only in the presence of P2X4R. Neither receptor alone was sufficient to promote lysosome fusion in response to the agonist BzATP. LAMP-GECO was used to measure changes in cytosolic [Ca2+] within the vicinity of the lysosome. Fusion of the Ca2+ reporter (GECO) to the C-terminus of LAMP-1 targets GECO to the cytosolic surface of the lysosome. Co-expression of P2X4R with P2X7R augmented the P2X7R-induced Ca2+ signal suggesting that P2X4Rs mediate lysosomal Ca2+ efflux downstream of P2X7R stimulation. Next, I showed that the expression of P2X4R was sufficient to enhance the cytosolic Ca2+ response to the activation of endogenous histamine H1 receptors and to promote lysosome fusion. Similar results were obtained with P2Y2R stimulation, which also couples to the phospholipase C pathway. Further experiments were conducted to look at differences in the trafficking behaviour of human and rat P2X4Rs and to examine a role for P2X4Rs in autophagic flux. My results suggest a synergistic interaction between P2X4R and P2X7R which inhibits autophagic flux, similar to the effect of bafilomycin treatment. Therefore, the effect of P2X4/7R in autophagy may be mediated by the alkalinisation of lysosomes. Altogether the results of my project improve our understanding of how the P2X4R Ca2+ channel regulates lysosome function.
106

Identification and characterization of novel signalling pathways involved in peroxisome proliferation in humans

Sadeghi Azadi, Afsoon January 2018 (has links)
Peroxisomes represent crucial subcellular compartments for human life and health. They are remarkably dynamic organelles which respond to stimulation by adapting their structure, abundance, and metabolic functions according to cellular needs. Peroxisomes can form from pre-existing organelles by membrane growth and division, which results in peroxisome multiplication/proliferation. Growth and division in mammalian cells follows a well-defined multi-step process of morphological alterations including elongation/remodeling of the peroxisomal membrane (by PEX11β), constriction and recruitment of division factors (e.g. Fis1, MFF), and final membrane scission (by the dynamin-related GTPase Drp1) (Chapter 1). Although our understanding of the mechanisms by which peroxisomes proliferate is increasing, our knowledge on how the division/multiplication process is linked to extracellular signals is limited, in particular in humans. The classical pathway involved in peroxisome proliferation is mediated by a family of ligand-activated transcription factors known as peroxisome proliferator activated receptors (PPARs) (Chapter 1). This project focused on identifying novel signaling pathways and associated factors involved in peroxisome proliferation in humans. In this study, a cell-based peroxisome proliferation assay using the HepG2 cell model with spherical peroxisomal forms has been developed to investigate different stimuli and their ability to induce peroxisome proliferation (Chapters 2 and 3). In this system, peroxisome elongation has been used as the read-out for peroxisome 4 proliferation. We also showed that the number of peroxisomes increased after division of elongated peroxisomes indicating peroxisome proliferation. Different stimuli, such as fatty acids, PPAR agonists and antagonists, have been used in this study. PPAR agonists and antagonists had no stimulatory or inhibitory effect on peroxisome elongation in our assay, suggesting PPAR-independent regulatory processes. However, arachidonic acid and linoleic acid were able to induce peroxisome elongation, whereas palmitic acid and oleic acid were not effective. These findings indicate that general stimulation of fatty acid β-oxidation is not sufficient to induce peroxisome elongation/proliferation in HepG2 cells. Moreover, mRNA expression levels of peroxismal genes have been monitored during a time course in the HepG2 cell-based assay by qPCR. This analysis shows a regulation of expression of peroxins during peroxisome proliferation in human cells and suggests differences in the regulation pattern of PEX11α and PEX11β. In Chapter 4, motif binding sites for transcription factors in peroxisomal genes were analyzed. An initial map of candidate regulatory motif sites across the human peroxisomal genes has been developed (Secondment at the University of Sevilla, Spain with Prof. D. Devos). This analysis also revealed the presence of different transcription factor binding sites in the promoter regions of PEX11α and PEX11β, supporting different regulatory mechanisms. Based on the computational analysis, PEX11β contained a putative SMAD2/3 binding site suggesting a novel link between the canonical TGFβ signaling pathway and expression of PEX11β, a key regulator of peroxisome dynamics and proliferation. 5 Addition of TGFβ to HepG2 cells cultured under serum-free conditions induced elongation/growth of peroxisomes as well as peroxisome proliferation supporting a role for TGFβ signalling in peroxisomal growth and division (Chapter 5). Furthermore, to demonstrate that this induction is through a direct effect of TFGβ on the SMAD binding site found in PEX11β, we performed functional studies using a dual luciferase reporter assay with PEX11β wild type and mutated promoter regions (Secondment at Amsterdam Medical Center, Netherlands with Prof. H. Waterham). Whereas luciferase activity was induced by TGFβ stimulation with the PEX11β wild type promoter, mutation of the SMAD binding site abolished activation. In summary, this study revealed a new signaling pathway involved in peroxisome proliferation in humans and provided a tool to monitor peroxisome morphology and gene expression upon treatment with defined stimuli. Furthermore, I contributed to a study revealing that ER-peroxisome contacts are important for peroxisome elongation (Chapter 6). Our group identified peroxisomal acyl-CoA binding domain protein 5 (ACBD5), ACBD4 and VABP as a molecular linker between peroxisomes and the ER (Costello et al., 2017). Motif analysis of ACBD4 and ACBD5 promoter regions revealed that unlike PEX11β, these genes do not contain a binding site for SMAD, suggesting they are not co-regulated. Also, ACBD4 and ACBD5 do not share any common transcription factor binding sites suggesting different regulation. An interesting binding motif within the ACBD4 promoter is a glucocorticoid receptor binding site. In our study, we found potential glucocorticoid response elements (GRE) in other peroxisomal genes encoding β-oxidation enzymes. This may suggest an important role for glucocorticoid receptors in activating expression of peroxisomal genes resulting in the stimulation of fatty acid breakdown and energy production.
107

Investigating the function of VANGL2 in intestinal homeostasis & disease

Mellin, Ronan Peter January 2018 (has links)
Introduction: Van Gogh-Like 2 (VANGL2) is a scaffolding planar cell polarity protein involved in non-canonical Wnt signalling. It has been shown to have crucial roles in regulating epithelial development and homeostasis. Moreover, VANGL2 has been implicated in human cancers, with increased expression and copy number amplification seen in several cancer contexts. Many related components within this pathway have also been linked to cancer development, with VANGL2 expression known to regulate factors involved in cell migration and extracellular matrix (ECM) remodelling in cell lines. These cellular processes tend to be erroneously activated in cancer. VANGL2 is known to inhibit the classical driver pathway of colorectal cancer (CRC), canonical, or β- catenin dependant, Wnt signalling, in CRC cell lines. The aim of this thesis is to determine the expression of VANGL2 in CRC, and to investigate how VANGL2 may act to regulate intestinal homeostasis and disease. Methods: Transcriptional verification of VANGL2 expression in the mouse intestine was carried out by quantitative Real Time-Polymerase Chain Reaction (qRT-PCR), and transcripts localised within the murine colon using RNA-In Situ Hybridisation (RNAISH). Expression and localisation of the VANGL2 protein and related non-canonical Wnt signalling components was confirmed using immuno-histochemistry (IHC). Furthermore, using a combination of human Tissue Micro-Array (TMA), transcriptional data and genomic data, we determined an association between VANGL2 on tumour grade and disease-free survival. To functionally validate the effects of VANGL2 on colorectal biology, we used a model in which VANGL2 is selectively deleted from the colonic epithelium using Villin-CreERT Vangl2flox mouse lines. Using a combination of molecular biology methods, we identified the ECM as differentially regulated following VANGL2 modulation. To test the role of VANGL2 in colorectal cancer, we used a murine colorectal cancer model in which adenomatous polyposis coli (APC) is deleted from colonic epithelium resulting in the formation of cancer concurrently with deletion of Vangl2. We evaluated survival of these mice as well as tumour number and size. Tumour tissue was analysed using IHC, qRT-PCR and 3-Dimensional organoid culture. Results: Within this thesis I have illustrated that the murine colonic epithelium expresses Vangl2, and other components known to interact with VANGL2 including Vangl1, Wnt5A, and Protein Tyrosine Kinase 7 (Ptk7). I have also shown that VANGL2 is expressed within the human colonic epithelium. I go on to show that 9.2% of human CRC possesses VANGL2 transcriptional alterations which correlates with a worsened disease-free survival (DFS) rate among patients. Using IHC, I also show that higher grade CRC is associated with increased VANGL2 expression. In our murine cancer model, mice with single or dual-copy loss of VANGL2 were found to have a reduced number of colonic tumours, while maintaining similar tumour size. Investigations to identify how VANGL2 may have control of tumour initiation were carried out focussing on the ECM. I found that, contrary to what I have discovered in the healthy murine colon, tumours from VANGL2-deficient mice had increased transcription of the ECM markers Secreted protein acidic and rich in cysteine (Sparc) and Decorin (Dcn), as well as increased expression of the ECM regulators Matrix Metallopeptidase 9 (Mmp9) and Tissue Inhibitor of Metalloproteinases 1 (Timp1). Changes in the ECM was also seen at the protein level, with increases in staining for the ECM components Col1 (Collagen, type I), and Laminin in VANGL2-deficient tissue. The ECM modulator Connective Tissue Growth Factor (Ctgf), is implicated in multiple cancers including CRC and is increased within VANGL2-deficient tumours at both the transcript and protein level, implicating Ctgf in increasing the ECM of these tumours.
108

Identification and validation of mutated signalling pathways in cancer

Alsaadi, Ali January 2017 (has links)
Genome sequencing is emerging as a powerful tool to identify the molecular mechanism of cancer progression. However, the software tools to define genomic and post-genomic mutations are just in its infancy. We have used a novel software algorithm to analyse the cancer genome by DNAseq and expressed cancer genome arising from transcription by RNAseq to define dominant sources of potentially expressed tumour-specific mutations and oncogenic targets. We focus primarily on the rare human pleomorphic sarcoma as a disease of high unmet clinical need but use a range of cancer models to accelerate the development of the pipeline. First, we applied next generation sequencing of whole exomes of tumour tissues and two matched normal tissues (blood and “normal” tumour adjacent tissue) from a small set of patients to define parameters for use of the new software. The approaches identified significant mutations in tumour relative to germline DNA, but also in normal adjacent tissue, relative to normal germline, consistent with known field cancerization. Thus, in setting up the larger sequencing screen in the subsequent set of twenty cancer pleomorphic sarcoma cancer patients, whole exome sequencing was performed on tumour tissue and their matched normal adjacent tissues, rather than germline blood derived DNA, to define truly tumour-specific mutations. This approach provided sets of recurrent non-synonymous mutations in tumour tissue such as a transmembrane protease and suggests potential therapeutic targets for future focus that are highly tumour specific in pleomorphic sarcoma. A major problem with using DNA genomics only to define drugable landscapes in cancer is that the tumour genome is static and the mutations do not reflect the expressed cancer landscape at the time of surgery. Thus, in a smaller subset of patients we also applied shotgun RNAseq to determine the number of expressed mutated genes. We defined within the parameters chosen, from 8-17% of the mutated genome is expressed as defined at the RNA level. However, to our surprise, there were an order of magnitude more RNA mutations that were not DNA encoded suggestive of RNA editing events. Each patient showed elevated RNA edits that were independent of each other suggesting a highly-patient, cancer-specific perturbation in the specificity of the RNA editing machinery. We thus developed a cancer cell model to validate the RNA-editing software and we found we could recapitulate some of the RNA edits observed in clinical tumour tissue, in particular the signalling kinase in the MAP kinase-kinase-kinase-kinase super-family. It was interesting that RNA edits can often cluster in exon-intron boundaries suggesting a link to splicing and allows us to begin to produce “rules” for RNA editing. These data provide future direction to understand the role of RNA editing, as well as DNA encoded mutations, as mutagenic events and possible drugable targets in cancer signalling. Lastly, novel or orphan mutant proteins observed in human cancers, whether from DNA encoded mutant proteins or from RNA-edited driven mutant protein synthesis require new tools and technologies to discover new oncogenic signalling mechanisms. We developed an SBP-tagged affinity purification method in combination with label-free SWATH mass spectrometry to identify a novel binding protein for the gain-of-function mutant protein in a key metastatic gene, ELMO1. This identified an elevated interaction with another oncogenic protein encoded by AGR2 gene and validates this proteomics discovery platform to further advance function of new mutated proteins. In conclusion, we have applied and validated newly emerging software to begin to interrogate cancer tissue from patients of unmet clinical need in order to define new mechanisms of cancer progression and to define possibly new or better drug targets for new therapies. The data identified highly recurrent genome encoded mutations in human pleomorphic sarcoma and a potentially novel, targetable landscape represented by RNA editing driven mutant protein production. This will provide a foundation for future work on making better choices to advance our ability to improve patient management in human pleomorphic sarcoma.
109

Phosphoproteomic profiling and targeting of the PI3K/Akt/mTOR and MAPK pathways in ovarian cancer

Tashkandi, Ghassan Yousuf January 2017 (has links)
The PI3K/Akt/mTOR and MAPK pathways are frequently altered in ovarian cancer cells, making them potential candidates for targeted therapy. A more complete understanding of the complex interactions between the different proteins within the two pathways would assist in developing more effective treatment strategies to help overcome therapy resistance. The purpose of this project was to understand the phosphoproteomic changes in response to PI3K/mTOR inhibition in ovarian cancer cells and to identify potential mechanisms that may lead to targeted therapy resistance. To investigate the effect of inhibiting PI3K/mTOR at the cellular level in ovarian cancer, PI3K (LY294002), mTOR (rapamycin) and dual PI3K/mTOR (BEZ235) inhibitors were used to treat a panel of ovarian cancer cell lines. All tested cells, irrespective of PI3K/Akt/mTOR and MAPK pathways mutational status, responded to the three inhibitors. BEZ235 treatment produced greater cell inhibition than the monotargeted agents, while PTENmutated cell lines were more responsive to mTOR blockade than inhibition of PI3K alone. The phosphoproteomic changes in the cell lines were evaluated over a time course after treatment with the inhibitors, stimulated by heregulin, and studied using reverse phase protein array analysis. The results revealed that the decreased expression of pAkt (Thr308) appears to be a biomarker of sensitivity for LY294002 and BEZ235 in both PEO4 and A2780 cells, while upregulation of pAkt (Ser473) is an indicator for effective rapamycin treatment within the same cell lines. Increased pAkt (Ser473) expression after rapamycin treatment in PEO4 cells is believed to be due to the S6K1-mTORC2-Akt feedback loop. It was observed that pERK was upregulated upon BEZ235 treatment, which suggested the presence of cross talk between the PI3K/Akt/mTOR and MAPK pathways. A combination of BEZ235 and PD-0325901 (MEK inhibitor) treatments inhibited both pAkt (Ser473) and pERK, which also produced significant inhibition in cell proliferation compared to monotherapy treatment. The data also revealed a novel finding in ovarian cancer that prolonged (24h) treatment with rapamycin sensitises mTORC2 in PEO4 cells under heregulin stimulation. Moreover, network correlation and clustering analysis using the phosphoproteomic data identified significant correlations between the expression of pmTOR (Ser2481), and both p-cRaf (Ser259 and Ser338). Sin1 knockdown was performed in PEO4 cells and showed significant downregulation in the expression of pAkt (Ser473) and upregulation in pERK expression, indicating the role of Sin1 to regulate both the PI3K/Akt/mTOR and MAPK pathways potentially via mTORC2 and Ras. Phosphoproteomic profiling was performed on 469 ovarian cancer tissue samples using TMA and IHC analysis. Several significant associations were discovered between the phosphoproteomic data and the different clinicopathological parameters. High expression of pmTOR (Ser2448) was correlated with poorer overall survival in patients with ovarian endometrioid carcinoma compared to patients with low expression (p < 0.024). This implies that pmTOR (Ser2448) expression may potentially be a prognostic marker for patients with ovarian endometrioid carcinoma. In conclusion, I present dynamic phosphoproteomic profiling of the PI3K/Akt/mTOR and MAPK pathways in ovarian cancer, suggesting novel feedback loops and cross talk that could play a role in resistance mechanisms to these therapies. Combination treatment showed an additive effect on cell growth offering an approach to overcome drug resistance.
110

Modelling and analysis of macrophage activation pathways

Raza, Sobia January 2011 (has links)
Macrophages are present in virtually all tissues and account for approximately 10% of all body mass. Although classically credited as the scavenger cells of innate immune system, ridding a host of pathogenic material and cellular debris though their phagocytic function, macrophages also play a crucial role in embryogenesis, homeostasis, and inflammation. De-regulation of macrophage function is therefore implicated in the progression of many disease states including cancer, arthritis, and atherosclerosis to name just a few. The diverse range of activities of this cell can be attributed to its exceptional phenotypic plasticity i.e. it is capable of adapting its physiology depending on its environment; for instance in response to different types of pathogens, or specific cocktail of cytokines detected. This plasticity is exemplified by the macrophages capacity to adjust rapidly its transcriptional profile in response to a given stimulus. This includes interferons which are a group of cytokines capable of activating the macrophage by interacting with their cognate receptors on the cell. The different classes of interferons activate downstream signalling cascades, eventually leading to the expression (as well as repression) of hundreds of genes. To begin to fully understand the properties of a dynamic cell such as the macrophage arguably requires a holistic appreciation of its constituents and their interactions. Systems biology investigations aim to escape from a gene-centric view of biological systems. As such this necessitates the development of better ways to order, display, mine and analyse biological information, from our knowledge of protein interactions and the systems they form, to the output of high throughput technologies. The primary objectives of this research were to further characterise the signalling mechanisms driving macrophages activation, especially in response to type-I and type- II interferons, as well as lipopolysaccharide (LPS), using a ‘systems-level’ approach to data analysis and modelling. In order to achieve this end I have explored and developed methods for the executing a ‘systems-level’ analysis. Specifically the questions addressed included: (a) How does one begin to formalise and model the existing knowledge of signalling pathways in the macrophage? (b) What are the similarities and differences between the macrophage response to different types of interferon (namely interferon-β (IFN-β) and interferon-γ (IFN-γ))? (c) How is the macrophage transcriptome affected by siRNA targeting of key regulators of the interferon pathway? (d) To what extent does a model of macrophage signalling aid interpretation of the data generated from functional genomics screens? There is general agreement amongst biologists about the need for high-quality pathway diagrams and a method to formalize the way biological pathways are depicted. In an effort to better understand the molecular networks that underpin macrophage activation an in-silico model or ‘map’ of relevant pathways was constructed by extracting information from published literature describing the interactions of individual constituents of this cell and the processes they modulate (Chapter-2). During its construction process many challenges of converting pathway knowledge into computationally-tractable yet ‘understandable’ diagrams, were to be addressed. The final model comprised 2,170 components connected by 2,553 edges, and is to date the most comprehensive formalised model of macrophage signalling. Nevertheless this still represents just a modest body of knowledge on the cell. Related to the pathway modelling efforts was the need for standardising the graphical depiction of biology in order to achieve these ends. The methods for implementing this and agreeing a ‘standard’ has been the subject of some debate. Described herein (in Chapter-3) is the development of one graphical notation system for biology the modified Edinburgh Pathway Notation (mEPN). By constructing the model of macrophage signalling it has been possible to test and extensively refine the original notation into an intuitive, yet flexible scheme capable of describing a range of biological concepts. The hope is that the mEPN development work will contribute to the on-going community effort to develop and agree a standard for depicting pathways and the published version will provide a coherent guide to those planning to construct pathway diagrams of their biological systems of interest. With a desire to better understand the transcriptional response of primary mouse macrophages to interferon stimulation, genome wide expression profiling was performed and an explorative-network based method applied for analysing the data generated (Chapter-4). Although transcriptomics data pertaining to interferon stimulation of macrophages is not entirely novel, the network based analysis of it provided an alternative approach to visualise, mine and interpret the output. The analysis revealed overlap in the transcriptional targets of the two classes of interferon, as well as processes preferentially induced by either cytokine; for example MHC-Class II antigen processing and presentation by IFN-γ, and an anti-proliferative signature by IFN-β. To further investigate the contribution of individual proteins towards generating the type-I (IFN-β) response, short interfering RNA (siRNA) were employed to repress the expression of selected target genes. However in macrophages and other cells equipped with pathogen detection systems the act of siRNA trasfection can itself induce a type-I interferon response. It was therefore necessary to contend with this autocrine production of IFN-β and optimise an in vitro assay for studying the contribution of siRNA induced gene-knock downs to the interferon response (described in Chapter-5). The final assay design incorporated LPS stimulation of the macrophages, as a means of inducing IFN-β autonomously of the transfection induced type-I response. However genome-wide expression analysis indicated the targeted gene knock-downs did not perturb the LPS response in macrophages on this occasion. The optimisation process underscored the complexities of performing siRNA gene knockdown studies in primary macrophages. Furthermore a more thorough understanding of the transcriptional response of macrophages to stimulation by interferon or by LPS was required. Therefore the final investigations of this thesis (Chapter-6) explore the transcriptional changes over a 24 hour time-course of macrophage activation by IFN-β, IFN-γ, or LPS and the contribution of the macrophage pathway model in interpreting the response to the three stimuli. Taken together the work described in this thesis highlight the advances to be made from a systems-based approach to visualisation, modelling and analysis of macrophage signalling.

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